All Signals
GPPI Signals
AI in Portals
How property portals are adopting AI for search, valuation, and recommendations.
AI Announcements vs Real Portal Deployment
GPPI analysis of AI deployment across portals: which have shipped consumer-facing features, which are in announcement mode, and what the deployment gap reveals.
Fouad Bekkar9 min readMar 21, 2026
AI Adoption Is Real. Governance Visibility Is Not.
Portals are shipping AI features — but disclosures rarely mention maturity, safeguards, or accountability. In 2025, that gap becomes an infrastructure constraint. GPPI signals analysis.
Fouad Bekkar6 min readJan 13, 2026
AI and the Trust Gap
How AI adoption in property portals is widening the trust gap — and why governance visibility has become the new competitive infrastructure for portals that want to protect pricing power.
Fouad Bekkar6 min readJan 20, 2026